Dataset info
| Number of variables | 16 |
|---|---|
| Number of observations | 484568 |
| Missing cells | 121063 (1.6%) |
| Duplicate rows | 44983 (9.3%) |
| Total size in memory | 57.3 MiB |
| Average record size in memory | 124.0 B |
Variables types
| Numeric | 6 |
|---|---|
| Categorical | 8 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 1 |
| Unsupported | 0 |
Warnings
| Dataset has 44983 (9.3%) duplicate rows | Warning |
Country has a high cardinality: 168 distinct values | Warning |
Crime_Level_in_the_City_of_Employement has 14639 (3.0%) zeros | Zeros |
Gender has 32365 (6.7%) missing values | Missing |
Hair_Color has 32534 (6.7%) missing values | Missing |
Profession has a high cardinality: 1355 distinct values | Warning |
Satisfation_with_employer has 17558 (3.6%) missing values | Missing |
University_Degree has 37275 (7.7%) missing values | Missing |
Work_Experience_in_Current_Job_[years] is highly correlated with Age (ρ = 0.9689263042) | Rejected |
Yearly_Income_in_addition_to_Salary_(e.g._Rental_Income) has a high cardinality: 43162 distinct values | Warning |
Age
Numeric
| Distinct count | 107 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 37.31740437 |
|---|---|
| Minimum | 14 |
| Maximum | 125 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 24 |
| Median | 35 |
| Q3 | 48 |
| 95-th percentile | 67 |
| Maximum | 125 |
| Range | 111 |
| Interquartile range | 24 |
Descriptive statistics
| Standard deviation | 16.02233104 |
|---|---|
| Coef of variation | 0.4293527728 |
| Kurtosis | 0.07465315374 |
| Mean | 37.31740437 |
| MAD | 13.09071862 |
| Skewness | 0.7035134234 |
| Sum | 18082820 |
| Variance | 256.7150919 |
| Memory size | 3.7 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 14. 24.5 30.5 33.5 37.5 ... 100.5 103.5 110.5 116.5 125. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 20 | 12025 | 2.5% | |
| 15 | 11958 | 2.5% | |
| 16 | 11955 | 2.5% | |
| 18 | 11910 | 2.5% | |
| 22 | 11822 | 2.4% | |
| 24 | 11725 | 2.4% | |
| 23 | 11716 | 2.4% | |
| 19 | 11693 | 2.4% | |
| 26 | 11649 | 2.4% | |
| 29 | 11592 | 2.4% | |
| Other values (97) | 366523 | 75.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 14 | 5834 | 1.2% | |
| 15 | 11958 | 2.5% | |
| 16 | 11955 | 2.5% | |
| 17 | 11445 | 2.4% | |
| 18 | 11910 | 2.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 125 | 1 | < 0.1% | |
| 119 | 1 | < 0.1% | |
| 118 | 1 | < 0.1% | |
| 117 | 1 | < 0.1% | |
| 116 | 3 | < 0.1% |
Body_Height_[cm]
Numeric
| Distinct count | 168 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 175.1663275 |
|---|---|
| Minimum | 82 |
| Maximum | 264 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 82 |
|---|---|
| 5-th percentile | 144 |
| Q1 | 160 |
| Median | 174 |
| Q3 | 190 |
| 95-th percentile | 208 |
| Maximum | 264 |
| Range | 182 |
| Interquartile range | 30 |
Descriptive statistics
| Standard deviation | 19.94076119 |
|---|---|
| Coef of variation | 0.1138390093 |
| Kurtosis | -0.3894703161 |
| Mean | 175.1663275 |
| MAD | 16.41884178 |
| Skewness | 0.08406772763 |
| Sum | 84879997 |
| Variance | 397.6339567 |
| Memory size | 3.7 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 82. 96. 103.5 110.5 114.5 ... 240.5 244.5 247.5 254.5 264. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 173 | 8794 | 1.8% | |
| 169 | 8784 | 1.8% | |
| 166 | 8768 | 1.8% | |
| 172 | 8740 | 1.8% | |
| 165 | 8723 | 1.8% | |
| 163 | 8709 | 1.8% | |
| 164 | 8705 | 1.8% | |
| 170 | 8670 | 1.8% | |
| 167 | 8629 | 1.8% | |
| 168 | 8578 | 1.8% | |
| Other values (158) | 397468 | 82.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 82 | 1 | < 0.1% | |
| 90 | 1 | < 0.1% | |
| 91 | 1 | < 0.1% | |
| 95 | 1 | < 0.1% | |
| 97 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 264 | 1 | < 0.1% | |
| 261 | 1 | < 0.1% | |
| 260 | 1 | < 0.1% | |
| 258 | 2 | < 0.1% | |
| 257 | 4 | < 0.1% |
Country
Categorical
| Distinct count | 168 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Honduras | 49423 |
|---|---|
| Switzerland | 9109 |
| Israel | 9064 |
| Other values (165) |
| Value | Count | Frequency (%) | |
| Honduras | 49423 | 10.2% | |
| Switzerland | 9109 | 1.9% | |
| Israel | 9064 | 1.9% | |
| Austria | 8967 | 1.9% | |
| Laos | 8922 | 1.8% | |
| Togo | 8912 | 1.8% | |
| Serbia | 8900 | 1.8% | |
| Bulgaria | 8810 | 1.8% | |
| Belarus | 8809 | 1.8% | |
| Paraguay | 8800 | 1.8% | |
| Other values (158) | 354852 | 73.2% |
| Max length | 24 |
|---|---|
| Mean length | 8.372769147 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Crime_Level_in_the_City_of_Employement
Numeric
| Distinct count | 199 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 83.11135692 |
|---|---|
| Minimum | 0 |
| Maximum | 203 |
| Zeros (%) | 3.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 40 |
| Median | 83 |
| Q3 | 124 |
| 95-th percentile | 163 |
| Maximum | 203 |
| Range | 203 |
| Interquartile range | 84 |
Descriptive statistics
| Standard deviation | 49.86968341 |
|---|---|
| Coef of variation | 0.600034523 |
| Kurtosis | -1.086283072 |
| Mean | 83.11135692 |
| MAD | 42.80688806 |
| Skewness | 0.05654388845 |
| Sum | 40273104 |
| Variance | 2486.985323 |
| Memory size | 3.7 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 2. 4.5 5.5 6.5 ... 190.5 194.5 198.5 202. 203. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 14639 | 3.0% | |
| 5 | 7478 | 1.5% | |
| 125 | 4698 | 1.0% | |
| 6 | 4263 | 0.9% | |
| 130 | 4044 | 0.8% | |
| 16 | 4039 | 0.8% | |
| 136 | 4006 | 0.8% | |
| 117 | 3937 | 0.8% | |
| 120 | 3829 | 0.8% | |
| 86 | 3798 | 0.8% | |
| Other values (189) | 429837 | 88.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 14639 | 3.0% | |
| 4 | 3048 | 0.6% | |
| 5 | 7478 | 1.5% | |
| 6 | 4263 | 0.9% | |
| 7 | 38 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 203 | 17 | < 0.1% | |
| 201 | 1 | < 0.1% | |
| 199 | 1 | < 0.1% | |
| 198 | 35 | < 0.1% | |
| 197 | 26 | < 0.1% |
Gender
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.7% |
| Missing (n) | 32365 |
| male | |
|---|---|
| other | |
| female | |
| Other values (3) | |
| (Missing) | 32365 |
| Value | Count | Frequency (%) | |
| male | 185309 | 38.2% | |
| other | 117608 | 24.3% | |
| female | 102024 | 21.1% | |
| unknown | 29168 | 6.0% | |
| f | 15031 | 3.1% | |
| 0 | 3063 | 0.6% | |
| (Missing) | 32365 | 6.7% |
| Max length | 7 |
|---|---|
| Mean length | 4.665568094 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Hair_Color
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.7% |
| Missing (n) | 32534 |
| Black | |
|---|---|
| Brown | |
| Blond | |
| Other values (3) | 32436 |
| (Missing) | 32534 |
| Value | Count | Frequency (%) | |
| Black | 185585 | 38.3% | |
| Brown | 117071 | 24.2% | |
| Blond | 116942 | 24.1% | |
| Red | 29357 | 6.1% | |
| Unknown | 2970 | 0.6% | |
| 0 | 109 | < 0.1% | |
| (Missing) | 32534 | 6.7% |
| Max length | 7 |
|---|---|
| Mean length | 4.755910419 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Housing_Situation
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Large Apartment | |
|---|---|
| Small House | |
| Medium House | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| Large Apartment | 123777 | 25.5% | |
| Small House | 123211 | 25.4% | |
| Medium House | 112771 | 23.3% | |
| Medium Apartment | 97132 | 20.0% | |
| Large House | 20175 | 4.2% | |
| Small Apartment | 7502 | 1.5% |
| Max length | 16 |
|---|---|
| Mean length | 13.31865703 |
| Min length | 11 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Profession
Categorical
| Distinct count | 1355 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.3% |
| Missing (n) | 1331 |
| payment analyst | 1093 |
|---|---|
| permit records assistant | 1086 |
| plumbing inspector | 1067 |
| Other values (1351) | |
| (Missing) | 1331 |
| Value | Count | Frequency (%) | |
| payment analyst | 1093 | 0.2% | |
| permit records assistant | 1086 | 0.2% | |
| plumbing inspector | 1067 | 0.2% | |
| program and policy specialist | 1057 | 0.2% | |
| pile-driver operator | 1049 | 0.2% | |
| private detective | 1043 | 0.2% | |
| placement staff nurse | 1039 | 0.2% | |
| parking enforcement officer | 1033 | 0.2% | |
| policy writer | 1032 | 0.2% | |
| police administrative aide | 1031 | 0.2% | |
| Other values (1344) | 472707 | 97.6% | |
| (Missing) | 1331 | 0.3% |
| Max length | 67 |
|---|---|
| Mean length | 20.49720576 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Satisfation_with_employer
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 3.6% |
| Missing (n) | 17558 |
| Average | |
|---|---|
| Happy | |
| Somewhat Happy | |
| (Missing) | 17558 |
| Value | Count | Frequency (%) | |
| Average | 225806 | 46.6% | |
| Happy | 162315 | 33.5% | |
| Somewhat Happy | 71833 | 14.8% | |
| Unhappy | 7056 | 1.5% | |
| (Missing) | 17558 | 3.6% |
| Max length | 14 |
|---|---|
| Mean length | 7.222814961 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Size_of_City
Numeric
| Distinct count | 348368 |
|---|---|
| Unique (%) | 71.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 830799.0354 |
|---|---|
| Minimum | 20 |
| Maximum | 49988987 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 14608.35 |
| Q1 | 73110 |
| Median | 505183 |
| Q3 | 1186683 |
| 95-th percentile | 2181221 |
| Maximum | 49988987 |
| Range | 49988967 |
| Interquartile range | 1113573 |
Descriptive statistics
| Standard deviation | 2114494.34 |
|---|---|
| Coef of variation | 2.545133359 |
| Kurtosis | 282.9322695 |
| Mean | 830799.0354 |
| MAD | 741963.5419 |
| Skewness | 15.39816337 |
| Sum | 4.02578627e+11 |
| Variance | 4.471086313e+12 |
| Memory size | 3.7 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[2.00000000e+01 4.40000000e+01 5.05000000e+01 1.00500000e+02 1.02000000e+02 ... 4.74889990e+07 4.74937625e+07 4.90803945e+07 4.91118075e+07 4.99889870e+07], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 62624 | 33 | < 0.1% | |
| 76719 | 33 | < 0.1% | |
| 273129 | 32 | < 0.1% | |
| 549 | 22 | < 0.1% | |
| 51672 | 22 | < 0.1% | |
| 38039 | 22 | < 0.1% | |
| 61525 | 22 | < 0.1% | |
| 98733 | 22 | < 0.1% | |
| 21939 | 22 | < 0.1% | |
| 94867 | 21 | < 0.1% | |
| Other values (348358) | 484317 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 20 | 1 | < 0.1% | |
| 23 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 38 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 49988987 | 1 | < 0.1% | |
| 49929902 | 1 | < 0.1% | |
| 49888283 | 1 | < 0.1% | |
| 49884122 | 1 | < 0.1% | |
| 49815568 | 1 | < 0.1% |
Total_Yearly_Income_[EUR]
Numeric
| Distinct count | 435635 |
|---|---|
| Unique (%) | 89.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 129937.9202 |
|---|---|
| Minimum | 339.36 |
| Maximum | 2548790.96 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 339.36 |
|---|---|
| 5-th percentile | 14052.227 |
| Q1 | 38169.0975 |
| Median | 84016.575 |
| Q3 | 172344.61 |
| 95-th percentile | 398664.727 |
| Maximum | 2548790.96 |
| Range | 2548451.6 |
| Interquartile range | 134175.5125 |
Descriptive statistics
| Standard deviation | 138414.2955 |
|---|---|
| Coef of variation | 1.065234038 |
| Kurtosis | 12.29588089 |
| Mean | 129937.9202 |
| MAD | 96658.93595 |
| Skewness | 2.679302693 |
| Sum | 6.296375813e+10 |
| Variance | 1.915851719e+10 |
| Memory size | 3.7 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[3.39360000e+02 1.36209500e+03 2.15824500e+03 3.07210000e+03 3.61384500e+03 ... 1.05149878e+06 1.20139256e+06 1.41001710e+06 1.62520507e+06 2.54879096e+06], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 30236.24 | 18 | < 0.1% | |
| 48545.28 | 17 | < 0.1% | |
| 49988.87 | 17 | < 0.1% | |
| 10103.82 | 17 | < 0.1% | |
| 16724.74 | 17 | < 0.1% | |
| 230819.08 | 17 | < 0.1% | |
| 15217.59 | 17 | < 0.1% | |
| 24908.77 | 17 | < 0.1% | |
| 58380.65 | 17 | < 0.1% | |
| 265358.26 | 17 | < 0.1% | |
| Other values (435625) | 484397 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 339.36 | 2 | < 0.1% | |
| 485.3 | 2 | < 0.1% | |
| 571.43 | 1 | < 0.1% | |
| 636.31 | 1 | < 0.1% | |
| 799.05 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2548790.96 | 1 | < 0.1% | |
| 2391657.56 | 1 | < 0.1% | |
| 2332659.88 | 1 | < 0.1% | |
| 2319623.71 | 1 | < 0.1% | |
| 2285303.38 | 1 | < 0.1% |
University_Degree
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 7.7% |
| Missing (n) | 37275 |
| Bachelor | |
|---|---|
| No | |
| Master | |
| Other values (2) | 32140 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Bachelor | 183615 | 37.9% | |
| No | 115922 | 23.9% | |
| Master | 115616 | 23.9% | |
| PhD | 29212 | 6.0% | |
| 0 | 2928 | 0.6% | |
| (Missing) | 37275 | 7.7% |
| Max length | 8 |
|---|---|
| Mean length | 5.359101303 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Wears_Glasses
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 242566 | 50.1% | |
| 0 | 242002 | 49.9% |
Work_Experience_in_Current_Job_[years]
Highly correlated
This variable is highly correlated with Age and should be ignored for analysis
| Correlation | 0.9689263042 |
|---|
Year_of_Record
Numeric
| Distinct count | 39 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1999.858486 |
|---|---|
| Minimum | 1981 |
| Maximum | 2019 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1981 |
|---|---|
| 5-th percentile | 1982 |
| Q1 | 1990 |
| Median | 2000 |
| Q3 | 2010 |
| 95-th percentile | 2018 |
| Maximum | 2019 |
| Range | 38 |
| Interquartile range | 20 |
Descriptive statistics
| Standard deviation | 11.32490411 |
|---|---|
| Coef of variation | 0.005662852739 |
| Kurtosis | -1.202838462 |
| Mean | 1999.858486 |
| MAD | 9.807837627 |
| Skewness | -0.0001560080668 |
| Sum | 969067427 |
| Variance | 128.253453 |
| Memory size | 3.7 MiB |
Histogram with fixed size bins (bins=39)
Histogram with variable size bins (bins=[1981. 1981.5 2018.5 2019. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1981 | 16016 | 3.3% | |
| 1989 | 12679 | 2.6% | |
| 1999 | 12634 | 2.6% | |
| 2008 | 12603 | 2.6% | |
| 1993 | 12598 | 2.6% | |
| 1982 | 12543 | 2.6% | |
| 2011 | 12496 | 2.6% | |
| 1995 | 12474 | 2.6% | |
| 2015 | 12444 | 2.6% | |
| 2009 | 12431 | 2.6% | |
| Other values (29) | 355650 | 73.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1981 | 16016 | 3.3% | |
| 1982 | 12543 | 2.6% | |
| 1983 | 12354 | 2.5% | |
| 1984 | 12210 | 2.5% | |
| 1985 | 12407 | 2.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2019 | 12332 | 2.5% | |
| 2018 | 12065 | 2.5% | |
| 2017 | 12289 | 2.5% | |
| 2016 | 12260 | 2.5% | |
| 2015 | 12444 | 2.6% |
Yearly_Income_in_addition_to_Salary_(e.g._Rental_Income)
Categorical
| Distinct count | 43162 |
|---|---|
| Unique (%) | 8.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 EUR | |
|---|---|
| 71771.15 EUR | 17 |
| 55555.43 EUR | 16 |
| Other values (43159) | 47259 |
| Value | Count | Frequency (%) | |
| 0 EUR | 437276 | 90.2% | |
| 71771.15 EUR | 17 | < 0.1% | |
| 55555.43 EUR | 16 | < 0.1% | |
| 10852.2 EUR | 16 | < 0.1% | |
| 74977.26 EUR | 16 | < 0.1% | |
| 124673.9 EUR | 16 | < 0.1% | |
| 103818.67 EUR | 16 | < 0.1% | |
| 45695.21 EUR | 16 | < 0.1% | |
| 108326.78 EUR | 16 | < 0.1% | |
| 19850.86 EUR | 16 | < 0.1% | |
| Other values (43152) | 47147 | 9.7% |
| Max length | 13 |
|---|---|
| Mean length | 5.688006637 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
First rows
| Age | Body_Height_[cm] | Country | Crime_Level_in_the_City_of_Employement | Gender | Hair_Color | Housing_Situation | Profession | Satisfation_with_employer | Size_of_City | Total_Yearly_Income_[EUR] | University_Degree | Wears_Glasses | Work_Experience_in_Current_Job_[years] | Year_of_Record | Yearly_Income_in_addition_to_Salary_(e.g._Rental_Income) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 48 | 182 | Afghanistan | 34 | male | Black | Medium House | it auditor | Unhappy | 823572 | 66621.98 | NaN | 0 | 18.0 | 1981.0 | 0 EUR |
| 1 | 48 | 182 | Afghanistan | 34 | male | Black | Medium House | it auditor | Unhappy | 823572 | 66621.98 | NaN | 0 | 18.0 | 1981.0 | 0 EUR |
| 2 | 18 | 190 | Afghanistan | 25 | other | Red | Medium House | product advisor | Unhappy | 506689 | 102489.14 | Bachelor | 0 | 10.0 | 1981.0 | 0 EUR |
| 3 | 18 | 190 | Afghanistan | 25 | other | Red | Medium House | product advisor | Unhappy | 506689 | 102489.14 | Bachelor | 0 | 10.0 | 1981.0 | 0 EUR |
| 4 | 34 | 191 | Albania | 66 | male | Blond | Large House | technical investigator | NaN | 1904970 | 56987.96 | Bachelor | 0 | 17.0 | 1981.0 | 0 EUR |
| 5 | 34 | 191 | Albania | 66 | male | Blond | Large House | technical investigator | NaN | 1904970 | 56987.96 | Bachelor | 0 | 17.0 | 1981.0 | 0 EUR |
| 6 | 31 | 200 | Albania | 64 | other | Black | Medium House | probation officer trainee | Average | 3119758 | 48391.66 | No | 0 | 15.0 | 1981.0 | 0 EUR |
| 7 | 31 | 200 | Albania | 64 | other | Black | Medium House | probation officer trainee | Average | 3119758 | 48391.66 | No | 0 | 15.0 | 1981.0 | 0 EUR |
| 8 | 58 | 167 | Albania | 76 | male | Blond | Large House | lead designer | Somewhat Happy | 1706664 | 61619.14 | Bachelor | 0 | 22.0 | 1981.0 | 0 EUR |
| 9 | 58 | 167 | Albania | 76 | male | Blond | Large House | lead designer | Somewhat Happy | 1706664 | 61619.14 | Bachelor | 0 | 22.0 | 1981.0 | 0 EUR |
Last rows
| Age | Body_Height_[cm] | Country | Crime_Level_in_the_City_of_Employement | Gender | Hair_Color | Housing_Situation | Profession | Satisfation_with_employer | Size_of_City | Total_Yearly_Income_[EUR] | University_Degree | Wears_Glasses | Work_Experience_in_Current_Job_[years] | Year_of_Record | Yearly_Income_in_addition_to_Salary_(e.g._Rental_Income) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 484558 | 20 | 141 | Honduras | 130 | f | Blond | Small Apartment | farmer | Happy | 8037 | 227301.36 | Bachelor | 1 | 4.9 | 2019.0 | 55552.87 EUR |
| 484559 | 33 | 194 | Honduras | 151 | male | Black | Medium Apartment | photogrammetrist | Happy | 597563 | 233931.75 | Master | 0 | 15.0 | 2019.0 | 0 EUR |
| 484560 | 20 | 166 | Honduras | 130 | f | Black | Small Apartment | mechanical engineer | Happy | 60153 | 230608.84 | Bachelor | 0 | 10.0 | 2019.0 | 0 EUR |
| 484561 | 18 | 148 | Honduras | 125 | f | NaN | Medium Apartment | ombudsperson | Somewhat Happy | 1130948 | 144594.15 | Bachelor | 0 | 6.3 | 2019.0 | 0 EUR |
| 484562 | 19 | 198 | Honduras | 127 | NaN | Black | Medium Apartment | marine electronics technician | Happy | 925056 | 92947.49 | No | 1 | 9.0 | 2019.0 | 0 EUR |
| 484563 | 72 | 174 | Honduras | 185 | f | Unknown | Small Apartment | meeting and convention planner | Somewhat Happy | 1194468 | 139332.94 | Master | 1 | 27.0 | 2019.0 | 0 EUR |
| 484564 | 27 | 168 | Honduras | 143 | male | Blond | Medium Apartment | homeowner mortgage service manager | Happy | 97087 | 189984.65 | Bachelor | 0 | 11.0 | 2019.0 | 0 EUR |
| 484565 | 36 | 158 | Honduras | 155 | male | Blond | Medium Apartment | fire inspector | Happy | 906066 | 133001.85 | No | 0 | 13.0 | 2019.0 | 0 EUR |
| 484566 | 30 | 155 | Honduras | 147 | other | Blond | Medium Apartment | quality control case reviewer | Average | 40288 | 308244.07 | Master | 1 | 14.0 | 2019.0 | 23502.26 EUR |
| 484567 | 24 | 158 | Honduras | 138 | other | Brown | Small Apartment | radio repair mechanic | Average | 54247 | 297970.48 | Bachelor | 1 | 12.0 | 2019.0 | 0 EUR |